Pandas Profiling Report for learning_analytics

Dataset statistics

Number of variables	18
Number of observations	16041
Missing cells	2376
Missing cells (%)	0.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.2 MiB
Average record size in memory	144.0 B

Variable types

Categorical	9
Boolean	1
Numeric	8

Alerts

`key_studentInfo` has a high cardinality: 16041 distinct values	High cardinality
`Moyenne de score` has a high cardinality: 1961 distinct values	High cardinality
`Nombre de date_submitted` is highly overall correlated with `Nombre de date` and 2 other fields	High correlation
`Nombre de date` is highly overall correlated with `Nombre de date_submitted` and 2 other fields	High correlation
`sum_click` is highly overall correlated with `Nombre de date_submitted` and 2 other fields	High correlation
`Nombre de activity_type` is highly overall correlated with `Nombre de date_submitted` and 2 other fields	High correlation
`disability` is highly imbalanced (55.7%)	Imbalance
`imd_band` has 599 (3.7%) missing values	Missing
`Moyenne pondérée de score` has 1645 (10.3%) missing values	Missing
`key_studentInfo` is uniformly distributed	Uniform
`key_studentInfo` has unique values	Unique
`num_of_prev_attempts` has 14276 (89.0%) zeros	Zeros

Reproduction

Analysis started	2023-03-21 10:24:03.234832
Analysis finished	2023-03-21 10:24:11.254753
Duration	8.02 seconds
Software version	pandas-profiling v3.6.6
Download configuration	config.json

key_studentInfo
Categorical

HIGH CARDINALITY UNIFORM UNIQUE

Distinct	16041
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	125.4 KiB

100064FFF2013J	1
607061DDD2013J	1
606908DDD2013J	1
606914BBB2014J	1
606918EEE2013J	1
Other values (16036)	16036

Length

Max length	15
Median length	14
Mean length	14.085905
Min length	12

Characters and Unicode

Total characters	225952
Distinct characters	18
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16041 ?
Unique (%)	100.0%

Sample

1st row	100064FFF2013J
2nd row	100282BBB2013J
3rd row	100561DDD2014J
4th row	100788CCC2014J
5th row	100788FFF2013J

Common Values

Value	Count	Frequency (%)
100064FFF2013J	1	< 0.1%
607061DDD2013J	1	< 0.1%
606908DDD2013J	1	< 0.1%
606914BBB2014J	1	< 0.1%
606918EEE2013J	1	< 0.1%
606930FFF2013J	1	< 0.1%
606939FFF2013J	1	< 0.1%
606966FFF2013J	1	< 0.1%
606990FFF2013J	1	< 0.1%
607011FFF2013J	1	< 0.1%
Other values (16031)	16031	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
100064fff2013j	1	< 0.1%
101781aaa2013j	1	< 0.1%
1045203aaa2014j	1	< 0.1%
104480ccc2014j	1	< 0.1%
104476aaa2013j	1	< 0.1%
1042726fff2014j	1	< 0.1%
100561ddd2014j	1	< 0.1%
100788ccc2014j	1	< 0.1%
100788fff2013j	1	< 0.1%
100893aaa2013j	1	< 0.1%
Other values (16031)	16031	99.9%

Most occurring characters

Value	Count	Frequency (%)
2	25367	11.2%
1	24483	10.8%
0	24275	10.7%
4	18683	8.3%
J	16041	7.1%
3	15626	6.9%
6	13619	6.0%
5	13272	5.9%
F	11151	4.9%
B	10509	4.7%
Other values (8)	52926	23.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	161788	71.6%
Uppercase Letter	64164	28.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	25367	15.7%
1	24483	15.1%
0	24275	15.0%
4	18683	11.5%
3	15626	9.7%
6	13619	8.4%
5	13272	8.2%
8	9086	5.6%
9	8905	5.5%
7	8472	5.2%

Uppercase Letter

Value	Count	Frequency (%)
J	16041	25.0%
F	11151	17.4%
B	10509	16.4%
D	8799	13.7%
C	5994	9.3%
E	5286	8.2%
G	4269	6.7%
A	2115	3.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	161788	71.6%
Latin	64164	28.4%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	25367	15.7%
1	24483	15.1%
0	24275	15.0%
4	18683	11.5%
3	15626	9.7%
6	13619	8.4%
5	13272	8.2%
8	9086	5.6%
9	8905	5.5%
7	8472	5.2%

Latin

Value	Count	Frequency (%)
J	16041	25.0%
F	11151	17.4%
B	10509	16.4%
D	8799	13.7%
C	5994	9.3%
E	5286	8.2%
G	4269	6.7%
A	2115	3.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	225952	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	25367	11.2%
1	24483	10.8%
0	24275	10.7%
4	18683	8.3%
J	16041	7.1%
3	15626	6.9%
6	13619	6.0%
5	13272	5.9%
F	11151	4.9%
B	10509	4.7%
Other values (8)	52926	23.4%

final_result
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.4 KiB

Pass	8015
Fail	3298
Withdrawn	2815
Distinction	1913

Length

Max length	11
Median length	4
Mean length	5.7122374
Min length	4

Characters and Unicode

Total characters	91630
Distinct characters	16
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Pass
2nd row	Withdrawn
3rd row	Fail
4th row	Distinction
5th row	Pass

Common Values

Value	Count	Frequency (%)
Pass	8015	50.0%
Fail	3298	20.6%
Withdrawn	2815	17.5%
Distinction	1913	11.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
pass	8015	50.0%
fail	3298	20.6%
withdrawn	2815	17.5%
distinction	1913	11.9%

Most occurring characters

Value	Count	Frequency (%)
s	17943	19.6%
a	14128	15.4%
i	11852	12.9%
P	8015	8.7%
t	6641	7.2%
n	6641	7.2%
F	3298	3.6%
l	3298	3.6%
W	2815	3.1%
h	2815	3.1%
Other values (6)	14184	15.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	75589	82.5%
Uppercase Letter	16041	17.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
s	17943	23.7%
a	14128	18.7%
i	11852	15.7%
t	6641	8.8%
n	6641	8.8%
l	3298	4.4%
h	2815	3.7%
d	2815	3.7%
r	2815	3.7%
w	2815	3.7%
Other values (2)	3826	5.1%

Uppercase Letter

Value	Count	Frequency (%)
P	8015	50.0%
F	3298	20.6%
W	2815	17.5%
D	1913	11.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	91630	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
s	17943	19.6%
a	14128	15.4%
i	11852	12.9%
P	8015	8.7%
t	6641	7.2%
n	6641	7.2%
F	3298	3.6%
l	3298	3.6%
W	2815	3.1%
h	2815	3.1%
Other values (6)	14184	15.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	91630	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
s	17943	19.6%
a	14128	15.4%
i	11852	12.9%
P	8015	8.7%
t	6641	7.2%
n	6641	7.2%
F	3298	3.6%
l	3298	3.6%
W	2815	3.1%
h	2815	3.1%
Other values (6)	14184	15.5%

disability
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.8 KiB

False	14568
True	1473

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	14568	90.8%
True	1473	9.2%

module_presentation_length
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.4 KiB

269	5720
268	4776
262	3220
261	2325

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	48123
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	268
2nd row	268
3rd row	262
4th row	269
5th row	268

Common Values

Value	Count	Frequency (%)
269	5720	35.7%
268	4776	29.8%
262	3220	20.1%
261	2325	14.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
269	5720	35.7%
268	4776	29.8%
262	3220	20.1%
261	2325	14.5%

Most occurring characters

Value	Count	Frequency (%)
2	19261	40.0%
6	16041	33.3%
9	5720	11.9%
8	4776	9.9%
1	2325	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	48123	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	19261	40.0%
6	16041	33.3%
9	5720	11.9%
8	4776	9.9%
1	2325	4.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	48123	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	19261	40.0%
6	16041	33.3%
9	5720	11.9%
8	4776	9.9%
1	2325	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48123	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	19261	40.0%
6	16041	33.3%
9	5720	11.9%
8	4776	9.9%
1	2325	4.8%

gender
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.4 KiB

M	8909
F	7132

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	16041
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	F
2nd row	F
3rd row	M
4th row	M
5th row	M

Common Values

Value	Count	Frequency (%)
M	8909	55.5%
F	7132	44.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
m	8909	55.5%
f	7132	44.5%

Most occurring characters

Value	Count	Frequency (%)
M	8909	55.5%
F	7132	44.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	16041	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
M	8909	55.5%
F	7132	44.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	16041	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
M	8909	55.5%
F	7132	44.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	16041	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
M	8909	55.5%
F	7132	44.5%

highest_education
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.4 KiB

A Level or Equivalent	7148
Lower Than A Level	6070
HE Qualification	2536
Post Graduate Qualification	162
No Formal quals	125

Length

Max length	27
Median length	21
Mean length	19.088149
Min length	15

Characters and Unicode

Total characters	306193
Distinct characters	29
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	A Level or Equivalent
2nd row	Lower Than A Level
3rd row	Lower Than A Level
4th row	HE Qualification
5th row	HE Qualification

Common Values

Value	Count	Frequency (%)
A Level or Equivalent	7148	44.6%
Lower Than A Level	6070	37.8%
HE Qualification	2536	15.8%
Post Graduate Qualification	162	1.0%
No Formal quals	125	0.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
a	13218	22.5%
level	13218	22.5%
or	7148	12.2%
equivalent	7148	12.2%
lower	6070	10.3%
than	6070	10.3%
qualification	2698	4.6%
he	2536	4.3%
post	162	0.3%
graduate	162	0.3%
Other values (3)	375	0.6%

Most occurring characters

Value	Count	Frequency (%)
	42764	14.0%
e	39816	13.0%
l	23314	7.6%
v	20366	6.7%
L	19288	6.3%
a	19188	6.3%
o	16328	5.3%
n	15916	5.2%
i	15242	5.0%
r	13505	4.4%
Other values (19)	80466	26.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	209361	68.4%
Uppercase Letter	54068	17.7%
Space Separator	42764	14.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	39816	19.0%
l	23314	11.1%
v	20366	9.7%
a	19188	9.2%
o	16328	7.8%
n	15916	7.6%
i	15242	7.3%
r	13505	6.5%
t	10170	4.9%
u	10133	4.8%
Other values (8)	25383	12.1%

Uppercase Letter

Value	Count	Frequency (%)
L	19288	35.7%
A	13218	24.4%
E	9684	17.9%
T	6070	11.2%
Q	2698	5.0%
H	2536	4.7%
P	162	0.3%
G	162	0.3%
N	125	0.2%
F	125	0.2%

Space Separator

Value	Count	Frequency (%)
	42764	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	263429	86.0%
Common	42764	14.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	39816	15.1%
l	23314	8.9%
v	20366	7.7%
L	19288	7.3%
a	19188	7.3%
o	16328	6.2%
n	15916	6.0%
i	15242	5.8%
r	13505	5.1%
A	13218	5.0%
Other values (18)	67248	25.5%

Common

Value	Count	Frequency (%)
	42764	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	306193	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	42764	14.0%
e	39816	13.0%
l	23314	7.6%
v	20366	6.7%
L	19288	6.3%
a	19188	6.3%
o	16328	5.3%
n	15916	5.2%
i	15242	5.0%
r	13505	4.4%
Other values (19)	80466	26.3%

imd_band
Categorical

Distinct	10
Distinct (%)	0.1%
Missing	599
Missing (%)	3.7%
Memory size	125.4 KiB

30-40%	1725
20-30%	1662
10-20	1621
50-60%	1606
40-50%	1605
Other values (5)	7223

Length

Max length	7
Median length	6
Mean length	5.8879679
Min length	5

Characters and Unicode

Total characters	90922
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0-10%
2nd row	20-30%
3rd row	70-80%
4th row	80-90%
5th row	80-90%

Common Values

Value	Count	Frequency (%)
30-40%	1725	10.8%
20-30%	1662	10.4%
10-20	1621	10.1%
50-60%	1606	10.0%
40-50%	1605	10.0%
60-70%	1503	9.4%
70-80%	1500	9.4%
0-10%	1452	9.1%
80-90%	1425	8.9%
90-100%	1343	8.4%
(Missing)	599	3.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
30-40	1725	11.2%
20-30	1662	10.8%
10-20	1621	10.5%
50-60	1606	10.4%
40-50	1605	10.4%
60-70	1503	9.7%
70-80	1500	9.7%
0-10	1452	9.4%
80-90	1425	9.2%
90-100	1343	8.7%

Most occurring characters

Value	Count	Frequency (%)
0	32227	35.4%
-	15442	17.0%
%	13821	15.2%
1	4416	4.9%
3	3387	3.7%
4	3330	3.7%
2	3283	3.6%
5	3211	3.5%
6	3109	3.4%
7	3003	3.3%
Other values (2)	5693	6.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	61659	67.8%
Dash Punctuation	15442	17.0%
Other Punctuation	13821	15.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	32227	52.3%
1	4416	7.2%
3	3387	5.5%
4	3330	5.4%
2	3283	5.3%
5	3211	5.2%
6	3109	5.0%
7	3003	4.9%
8	2925	4.7%
9	2768	4.5%

Dash Punctuation

Value	Count	Frequency (%)
-	15442	100.0%

Other Punctuation

Value	Count	Frequency (%)
%	13821	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	90922	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	32227	35.4%
-	15442	17.0%
%	13821	15.2%
1	4416	4.9%
3	3387	3.7%
4	3330	3.7%
2	3283	3.6%
5	3211	3.5%
6	3109	3.4%
7	3003	3.3%
Other values (2)	5693	6.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	90922	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	32227	35.4%
-	15442	17.0%
%	13821	15.2%
1	4416	4.9%
3	3387	3.7%
4	3330	3.7%
2	3283	3.6%
5	3211	3.5%
6	3109	3.4%
7	3003	3.3%
Other values (2)	5693	6.3%

num_of_prev_attempts
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.13864472

Minimum	0
Maximum	6
Zeros	14276
Zeros (%)	89.0%
Negative	0
Negative (%)	0.0%
Memory size	125.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.44072982
Coefficient of variation (CV)	3.1788431
Kurtosis	22.072453
Mean	0.13864472
Median Absolute Deviation (MAD)	0
Skewness	4.0796659
Sum	2224
Variance	0.19424278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	14276	89.0%
1	1411	8.8%
2	277	1.7%
3	56	0.3%
4	15	0.1%
5	5	< 0.1%
6	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14276	89.0%
1	1411	8.8%
2	277	1.7%
3	56	0.3%
4	15	0.1%
5	5	< 0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
5	5	< 0.1%
4	15	0.1%
3	56	0.3%
2	277	1.7%
1	1411	8.8%
0	14276	89.0%

region
Categorical

Distinct	13
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.4 KiB

Scotland	1909
East Anglian Region	1623
South Region	1536
London Region	1428
North Western Region	1338
Other values (8)	8207

Length

Max length	20
Median length	17
Mean length	14.393118
Min length	5

Characters and Unicode

Total characters	230880
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	West Midlands Region
2nd row	Wales
3rd row	East Anglian Region
4th row	Scotland
5th row	Scotland

Common Values

Value	Count	Frequency (%)
Scotland	1909	11.9%
East Anglian Region	1623	10.1%
South Region	1536	9.6%
London Region	1428	8.9%
North Western Region	1338	8.3%
West Midlands Region	1193	7.4%
South West Region	1187	7.4%
East Midlands Region	1135	7.1%
Wales	1087	6.8%
South East Region	1063	6.6%
Other values (3)	2542	15.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
region	12339	34.4%
east	3821	10.6%
south	3786	10.5%
west	2380	6.6%
midlands	2328	6.5%
north	2225	6.2%
scotland	1909	5.3%
anglian	1623	4.5%
london	1428	4.0%
western	1338	3.7%
Other values (3)	2742	7.6%

Most occurring characters

Value	Count	Frequency (%)
n	24722	10.7%
o	24064	10.4%
e	20137	8.7%
	19878	8.6%
i	17239	7.5%
t	15459	6.7%
g	13962	6.0%
R	12339	5.3%
s	11903	5.2%
a	11474	5.0%
Other values (16)	59703	25.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	175083	75.8%
Uppercase Letter	35919	15.6%
Space Separator	19878	8.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	24722	14.1%
o	24064	13.7%
e	20137	11.5%
i	17239	9.8%
t	15459	8.8%
g	13962	8.0%
s	11903	6.8%
a	11474	6.6%
d	8699	5.0%
l	7653	4.4%
Other values (5)	19771	11.3%

Uppercase Letter

Value	Count	Frequency (%)
R	12339	34.4%
S	5695	15.9%
W	4805	13.4%
E	3821	10.6%
M	2328	6.5%
N	2225	6.2%
A	1623	4.5%
L	1428	4.0%
Y	949	2.6%
I	706	2.0%

Space Separator

Value	Count	Frequency (%)
	19878	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	211002	91.4%
Common	19878	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	24722	11.7%
o	24064	11.4%
e	20137	9.5%
i	17239	8.2%
t	15459	7.3%
g	13962	6.6%
R	12339	5.8%
s	11903	5.6%
a	11474	5.4%
d	8699	4.1%
Other values (15)	51004	24.2%

Common

Value	Count	Frequency (%)
	19878	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	230880	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	24722	10.7%
o	24064	10.4%
e	20137	8.7%
	19878	8.6%
i	17239	7.5%
t	15459	6.7%
g	13962	6.0%
R	12339	5.3%
s	11903	5.2%
a	11474	5.0%
Other values (16)	59703	25.9%

studied_credits
Real number (ℝ)

Distinct	43
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	75.869958

Minimum	30
Maximum	430
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	125.4 KiB

Quantile statistics

Minimum	30
5-th percentile	30
Q1	60
median	60
Q3	90
95-th percentile	135
Maximum	430
Range	400
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	37.288836
Coefficient of variation (CV)	0.49148354
Kurtosis	4.6318209
Mean	75.869958
Median Absolute Deviation (MAD)	0
Skewness	1.606108
Sum	1217030
Variance	1390.4573
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
60	8476	52.8%
120	2862	17.8%
30	2126	13.3%
90	1595	9.9%
150	327	2.0%
180	283	1.8%
240	68	0.4%
210	53	0.3%
70	38	0.2%
75	38	0.2%
Other values (33)	175	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30	2126	13.3%
40	11	0.1%
45	23	0.1%
50	5	< 0.1%
55	2	< 0.1%
60	8476	52.8%
65	1	< 0.1%
70	38	0.2%
75	38	0.2%
80	10	0.1%

Value	Count	Frequency (%)
430	1	< 0.1%
420	1	< 0.1%
360	1	< 0.1%
345	1	< 0.1%
330	4	< 0.1%
300	10	0.1%
270	11	0.1%
250	1	< 0.1%
240	68	0.4%
220	6	< 0.1%

age_band
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	125.4 KiB

0-35	11079
35-55	4822
55<=	140

Length

Max length	5
Median length	4
Mean length	4.3006047
Min length	4

Characters and Unicode

Total characters	68986
Distinct characters	6
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	35-55
2nd row	0-35
3rd row	0-35
4th row	0-35
5th row	0-35

Common Values

Value	Count	Frequency (%)
0-35	11079	69.1%
35-55	4822	30.1%
55<=	140	0.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0-35	11079	69.1%
35-55	4822	30.1%
55	140	0.9%

Most occurring characters

Value	Count	Frequency (%)
5	25825	37.4%
-	15901	23.0%
3	15901	23.0%
0	11079	16.1%
<	140	0.2%
=	140	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	52805	76.5%
Dash Punctuation	15901	23.0%
Math Symbol	280	0.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
5	25825	48.9%
3	15901	30.1%
0	11079	21.0%

Math Symbol

Value	Count	Frequency (%)
<	140	50.0%
=	140	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	15901	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	68986	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
5	25825	37.4%
-	15901	23.0%
3	15901	23.0%
0	11079	16.1%
<	140	0.2%
=	140	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	68986	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
5	25825	37.4%
-	15901	23.0%
3	15901	23.0%
0	11079	16.1%
<	140	0.2%
=	140	0.2%

Nombre de date_submitted
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.1159529

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	125.4 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	5
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.4962068
Coefficient of variation (CV)	0.57165365
Kurtosis	-1.004013
Mean	6.1159529
Median Absolute Deviation (MAD)	3
Skewness	0.37257927
Sum	98106
Variance	12.223462
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
5	2487	15.5%
4	2165	13.5%
12	2122	13.2%
6	1872	11.7%
1	1520	9.5%
2	1158	7.2%
3	1071	6.7%
8	1027	6.4%
11	1011	6.3%
9	891	5.6%
Other values (2)	717	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1520	9.5%
2	1158	7.2%
3	1071	6.7%
4	2165	13.5%
5	2487	15.5%
6	1872	11.7%
7	420	2.6%
8	1027	6.4%
9	891	5.6%
10	297	1.9%

Value	Count	Frequency (%)
12	2122	13.2%
11	1011	6.3%
10	297	1.9%
9	891	5.6%
8	1027	6.4%
7	420	2.6%
6	1872	11.7%
5	2487	15.5%
4	2165	13.5%
3	1071	6.7%

Moyenne de score
Categorical

Distinct	1961
Distinct (%)	12.2%
Missing	12
Missing (%)	0.1%
Memory size	125.4 KiB

78,00	140
75,00	136
80,00	136
70,00	135
100,00	130
Other values (1956)	15352

Length

Max length	6
Median length	5
Mean length	5.0007486
Min length	4

Characters and Unicode

Total characters	80157
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	490 ?
Unique (%)	3.1%

Sample

1st row	89,33
2nd row	78,00
3rd row	73,17
4th row	90,00
5th row	88,58

Common Values

Value	Count	Frequency (%)
78,00	140	0.9%
75,00	136	0.8%
80,00	136	0.8%
70,00	135	0.8%
100,00	130	0.8%
76,00	126	0.8%
85,00	121	0.8%
67,00	115	0.7%
65,00	113	0.7%
72,00	102	0.6%
Other values (1951)	14775	92.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
78,00	140	0.9%
80,00	136	0.8%
75,00	136	0.8%
70,00	135	0.8%
100,00	130	0.8%
76,00	126	0.8%
85,00	121	0.8%
67,00	115	0.7%
65,00	113	0.7%
72,00	102	0.6%
Other values (1951)	14775	92.2%

Most occurring characters

Value	Count	Frequency (%)
,	16029	20.0%
0	15157	18.9%
8	8424	10.5%
7	8377	10.5%
5	7089	8.8%
6	6290	7.8%
3	4875	6.1%
2	3845	4.8%
9	3806	4.7%
4	3456	4.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	64128	80.0%
Other Punctuation	16029	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	15157	23.6%
8	8424	13.1%
7	8377	13.1%
5	7089	11.1%
6	6290	9.8%
3	4875	7.6%
2	3845	6.0%
9	3806	5.9%
4	3456	5.4%
1	2809	4.4%

Other Punctuation

Value	Count	Frequency (%)
,	16029	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	80157	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
,	16029	20.0%
0	15157	18.9%
8	8424	10.5%
7	8377	10.5%
5	7089	8.8%
6	6290	7.8%
3	4875	6.1%
2	3845	4.8%
9	3806	4.7%
4	3456	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	80157	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
,	16029	20.0%
0	15157	18.9%
8	8424	10.5%
7	8377	10.5%
5	7089	8.8%
6	6290	7.8%
3	4875	6.1%
2	3845	4.8%
9	3806	4.7%
4	3456	4.3%

Moyenne pondérée de score
Real number (ℝ)

Distinct	7994
Distinct (%)	55.5%
Missing	1645
Missing (%)	10.3%
Infinite	0
Infinite (%)	0.0%
Mean	70.549548

Minimum	0
Maximum	100
Zeros	22
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	125.4 KiB

Quantile statistics

Minimum	0
5-th percentile	40
Q1	60.569409
median	72.946216
Q3	83.212423
95-th percentile	93
Maximum	100
Range	100
Interquartile range (IQR)	22.643014

Descriptive statistics

Standard deviation	16.669768
Coefficient of variation (CV)	0.23628454
Kurtosis	0.78794921
Mean	70.549548
Median Absolute Deviation (MAD)	11.053784
Skewness	-0.83623814
Sum	1015631.3
Variance	277.88115
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
70	92	0.6%
78	90	0.6%
56	87	0.5%
67	81	0.5%
60	71	0.4%
66	68	0.4%
72	67	0.4%
68	62	0.4%
76	60	0.4%
65	58	0.4%
Other values (7984)	13660	85.2%
(Missing)	1645	10.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	0.1%
0.696929239	1	< 0.1%
1.636363636	1	< 0.1%
1.750170184	1	< 0.1%
2.168224299	1	< 0.1%
2.284379172	1	< 0.1%
3.407209613	1	< 0.1%
4	2	< 0.1%
6	3	< 0.1%
6.47129506	1	< 0.1%

Value	Count	Frequency (%)
100	26	0.2%
99.72	1	< 0.1%
99.68	1	< 0.1%
99.56	2	< 0.1%
99.52	1	< 0.1%
99.44	1	< 0.1%
99.38	1	< 0.1%
99.24	1	< 0.1%
99.22	1	< 0.1%
99.16	1	< 0.1%

date_registration
Real number (ℝ)

Distinct	220
Distinct (%)	1.4%
Missing	3
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	-68.638608

Minimum	-205
Maximum	101
Zeros	2
Zeros (%)	< 0.1%
Negative	15902
Negative (%)	99.1%
Memory size	125.4 KiB

Quantile statistics

Minimum	-205
5-th percentile	-155
Q1	-101
median	-57
Q3	-31
95-th percentile	-14
Maximum	101
Range	306
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	46.251046
Coefficient of variation (CV)	-0.67383427
Kurtosis	-0.44587467
Mean	-68.638608
Median Absolute Deviation (MAD)	30
Skewness	-0.70114397
Sum	-1100826
Variance	2139.1593
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-29	452	2.8%
-22	365	2.3%
-32	358	2.2%
-38	342	2.1%
-30	328	2.0%
-23	317	2.0%
-31	291	1.8%
-36	276	1.7%
-25	275	1.7%
-53	265	1.7%
Other values (210)	12769	79.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-205	5	< 0.1%
-204	1	< 0.1%
-203	9	0.1%
-202	12	0.1%
-201	2	< 0.1%
-200	5	< 0.1%
-199	7	< 0.1%
-198	14	0.1%
-197	4	< 0.1%
-196	15	0.1%

Value	Count	Frequency (%)
101	1	< 0.1%
48	1	< 0.1%
44	1	< 0.1%
32	1	< 0.1%
27	1	< 0.1%
24	1	< 0.1%
23	3	< 0.1%
20	1	< 0.1%
19	3	< 0.1%
17	6	< 0.1%

Nombre de date
Real number (ℝ)

Distinct	1667
Distinct (%)	10.4%
Missing	39
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	408.72285

Minimum	1
Maximum	2953
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	125.4 KiB

Quantile statistics

Minimum	1
5-th percentile	39.05
Q1	140
median	291
Q3	558
95-th percentile	1184.95
Maximum	2953
Range	2952
Interquartile range (IQR)	418

Descriptive statistics

Standard deviation	380.95703
Coefficient of variation (CV)	0.93206689
Kurtosis	4.5273652
Mean	408.72285
Median Absolute Deviation (MAD)	181
Skewness	1.8483527
Sum	6540383
Variance	145128.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76	46	0.3%
93	45	0.3%
102	44	0.3%
106	43	0.3%
69	43	0.3%
128	42	0.3%
67	42	0.3%
110	41	0.3%
180	41	0.3%
150	41	0.3%
Other values (1657)	15574	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	10	0.1%
2	14	0.1%
3	7	< 0.1%
4	30	0.2%
5	13	0.1%
6	8	< 0.1%
7	15	0.1%
8	12	0.1%
9	20	0.1%
10	13	0.1%

Value	Count	Frequency (%)
2953	1	< 0.1%
2945	2	< 0.1%
2917	1	< 0.1%
2878	1	< 0.1%
2819	1	< 0.1%
2806	1	< 0.1%
2775	1	< 0.1%
2753	1	< 0.1%
2747	1	< 0.1%
2732	1	< 0.1%

sum_click
Real number (ℝ)

Distinct	4520
Distinct (%)	28.2%
Missing	39
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	1533.5364

Minimum	1
Maximum	24139
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	125.4 KiB

Quantile statistics

Minimum	1
5-th percentile	98
Q1	405
median	928
Q3	1992.75
95-th percentile	4992.85
Maximum	24139
Range	24138
Interquartile range (IQR)	1587.75

Descriptive statistics

Standard deviation	1789.2244
Coefficient of variation (CV)	1.1667309
Kurtosis	14.952522
Mean	1533.5364
Median Absolute Deviation (MAD)	638
Skewness	2.9776229
Sum	24539650
Variance	3201323.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
118	21	0.1%
395	20	0.1%
243	19	0.1%
277	19	0.1%
381	19	0.1%
106	19	0.1%
269	18	0.1%
332	18	0.1%
326	17	0.1%
334	17	0.1%
Other values (4510)	15815	98.6%
(Missing)	39	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6	< 0.1%
2	6	< 0.1%
3	11	0.1%
4	15	0.1%
5	8	< 0.1%
6	6	< 0.1%
7	6	< 0.1%
8	10	0.1%
9	6	< 0.1%
10	6	< 0.1%

Value	Count	Frequency (%)
24139	1	< 0.1%
20391	1	< 0.1%
19734	1	< 0.1%
19461	1	< 0.1%
19415	1	< 0.1%
19126	1	< 0.1%
17825	1	< 0.1%
17481	1	< 0.1%
17246	1	< 0.1%
16440	1	< 0.1%

Nombre de activity_type
Real number (ℝ)

Distinct	306
Distinct (%)	1.9%
Missing	39
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	72.927509

Minimum	1
Maximum	360
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	125.4 KiB

Quantile statistics

Minimum	1
5-th percentile	15
Q1	36
median	58
Q3	97
95-th percentile	181
Maximum	360
Range	359
Interquartile range (IQR)	61

Descriptive statistics

Standard deviation	52.088688
Coefficient of variation (CV)	0.71425294
Kurtosis	2.0342114
Mean	72.927509
Median Absolute Deviation (MAD)	27
Skewness	1.380553
Sum	1166986
Variance	2713.2314
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
40	214	1.3%
47	212	1.3%
48	201	1.3%
44	195	1.2%
51	193	1.2%
39	190	1.2%
43	190	1.2%
56	188	1.2%
49	185	1.2%
38	185	1.2%
Other values (296)	14049	87.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	28	0.2%
2	23	0.1%
3	35	0.2%
4	38	0.2%
5	28	0.2%
6	51	0.3%
7	58	0.4%
8	52	0.3%
9	52	0.3%
10	70	0.4%

Value	Count	Frequency (%)
360	1	< 0.1%
340	2	< 0.1%
325	2	< 0.1%
324	1	< 0.1%
323	1	< 0.1%
321	2	< 0.1%
316	1	< 0.1%
314	1	< 0.1%
310	1	< 0.1%
308	1	< 0.1%

Auto

Heatmap
Table

	num_of_prev_attempts	studied_credits	Nombre de date_submitted	Moyenne pondérée de score	date_registration	Nombre de date	sum_click	Nombre de activity_type	final_result	disability	module_presentation_length	gender	highest_education	imd_band	region	age_band
num_of_prev_attempts	1.000	0.045	-0.065	-0.115	-0.035	-0.131	-0.137	-0.103	0.088	0.056	0.036	0.023	0.016	0.016	0.018	0.003
studied_credits	0.045	1.000	-0.023	-0.060	-0.058	0.084	0.054	0.152	0.084	0.051	0.060	0.094	0.034	0.011	0.024	0.080
Nombre de date_submitted	-0.065	-0.023	1.000	0.171	-0.018	0.536	0.517	0.532	0.427	0.091	0.450	0.310	0.085	0.037	0.050	0.069
Moyenne pondérée de score	-0.115	-0.060	0.171	1.000	-0.003	0.399	0.397	0.282	0.364	0.068	0.145	0.127	0.088	0.044	0.028	0.055
date_registration	-0.035	-0.058	-0.018	-0.003	1.000	-0.111	-0.086	-0.115	0.022	0.000	0.141	0.028	0.036	0.014	0.084	0.022
Nombre de date	-0.131	0.084	0.536	0.399	-0.111	1.000	0.960	0.886	0.289	0.041	0.090	0.160	0.061	0.029	0.024	0.128
sum_click	-0.137	0.054	0.517	0.397	-0.086	0.960	1.000	0.837	0.196	0.041	0.136	0.141	0.035	0.017	0.011	0.111
Nombre de activity_type	-0.103	0.152	0.532	0.282	-0.115	0.886	0.837	1.000	0.277	0.034	0.123	0.166	0.059	0.029	0.029	0.096
final_result	0.088	0.084	0.427	0.364	0.022	0.289	0.196	0.277	1.000	0.075	0.067	0.027	0.092	0.074	0.048	0.057
disability	0.056	0.051	0.091	0.068	0.000	0.041	0.041	0.034	0.075	1.000	0.039	0.043	0.103	0.058	0.088	0.036
module_presentation_length	0.036	0.060	0.450	0.145	0.141	0.090	0.136	0.123	0.067	0.039	1.000	0.292	0.042	0.021	0.075	0.016
gender	0.023	0.094	0.310	0.127	0.028	0.160	0.141	0.166	0.027	0.043	0.292	1.000	0.071	0.080	0.081	0.071
highest_education	0.016	0.034	0.085	0.088	0.036	0.061	0.035	0.059	0.092	0.103	0.042	0.071	1.000	0.076	0.140	0.138
imd_band	0.016	0.011	0.037	0.044	0.014	0.029	0.017	0.029	0.074	0.058	0.021	0.080	0.076	1.000	0.124	0.071
region	0.018	0.024	0.050	0.028	0.084	0.024	0.011	0.029	0.048	0.088	0.075	0.081	0.140	0.124	1.000	0.060
age_band	0.003	0.080	0.069	0.055	0.022	0.128	0.111	0.096	0.057	0.036	0.016	0.071	0.138	0.071	0.060	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	key_studentInfo	final_result	disability	module_presentation_length	gender	highest_education	imd_band	num_of_prev_attempts	region	studied_credits	age_band	Nombre de date_submitted	Moyenne de score	Moyenne pondérée de score	date_registration	Nombre de date	sum_click	Nombre de activity_type
0	100064FFF2013J	Pass	N	268	F	A Level or Equivalent	0-10%	0	West Midlands Region	60	35-55	12	89,33	92.000000	-136.0	1632.0	6514.0	242.0
1	100282BBB2013J	Withdrawn	N	268	F	Lower Than A Level	20-30%	1	Wales	120	0-35	1	78,00	78.000000	-54.0	16.0	42.0	9.0
2	100561DDD2014J	Fail	N	262	M	Lower Than A Level	70-80%	1	East Anglian Region	60	0-35	6	73,17	72.500000	-35.0	466.0	950.0	95.0
3	100788CCC2014J	Distinction	N	269	M	HE Qualification	80-90%	1	Scotland	60	0-35	4	90,00	87.720000	-103.0	440.0	1261.0	78.0
4	100788FFF2013J	Pass	N	268	M	HE Qualification	80-90%	0	Scotland	90	0-35	12	88,58	79.158977	-82.0	820.0	3134.0	168.0
5	100893AAA2013J	Pass	N	268	M	A Level or Equivalent	20-30%	0	Yorkshire Region	60	0-35	5	68,40	68.700000	-62.0	243.0	744.0	47.0
6	101116AAA2014J	Pass	N	269	F	Lower Than A Level	60-70%	0	East Anglian Region	60	35-55	5	82,60	82.900000	-80.0	662.0	1769.0	64.0
7	101217FFF2013J	Withdrawn	Y	268	M	A Level or Equivalent	40-50%	1	London Region	90	35-55	1	14,00	14.000000	-121.0	156.0	332.0	64.0
8	101217FFF2014J	Fail	Y	269	M	A Level or Equivalent	40-50%	2	London Region	60	35-55	1	68,00	68.000000	-44.0	239.0	385.0	57.0
9	101279DDD2014J	Fail	N	262	F	A Level or Equivalent	0-10%	0	Yorkshire Region	60	35-55	1	55,00	55.000000	-144.0	52.0	112.0	27.0

	key_studentInfo	final_result	disability	module_presentation_length	gender	highest_education	imd_band	num_of_prev_attempts	region	studied_credits	age_band	Nombre de date_submitted	Moyenne de score	Moyenne pondérée de score	date_registration	Nombre de date	sum_click	Nombre de activity_type
16031	985062FFF2013J	Pass	N	268	M	HE Qualification	50-60%	0	South West Region	120	35-55	12	84,00	71.697579	-81.0	759.0	3615.0	239.0
16032	986561CCC2014J	Pass	N	269	M	HE Qualification	90-100%	0	South East Region	60	55<=	8	90,13	89.400000	-148.0	439.0	1462.0	80.0
16033	98720BBB2013J	Pass	Y	268	F	Lower Than A Level	20-30%	0	London Region	60	35-55	11	72,27	74.250000	-186.0	157.0	439.0	30.0
16034	988019FFF2013J	Fail	Y	268	F	A Level or Equivalent	20-30%	1	London Region	60	35-55	9	69,78	36.635126	-128.0	591.0	2044.0	126.0
16035	98842BBB2014J	Pass	N	262	F	Lower Than A Level	10-20	0	South Region	60	0-35	5	59,40	48.250000	-25.0	93.0	368.0	33.0
16036	990155FFF2013J	Distinction	N	268	M	HE Qualification	80-90%	0	South Region	90	35-55	12	89,17	92.485610	-38.0	792.0	3380.0	183.0
16037	99075DDD2014J	Fail	N	262	M	A Level or Equivalent	30-40%	0	South Region	60	0-35	5	54,20	52.733333	-59.0	692.0	1369.0	113.0
16038	99088BBB2014J	Withdrawn	N	262	F	Lower Than A Level	20-30%	2	Yorkshire Region	60	0-35	3	29,67	44.333333	-31.0	110.0	359.0	45.0
16039	991843EEE2013J	Distinction	N	268	F	A Level or Equivalent	80-90%	0	Scotland	30	35-55	4	95,50	95.320000	-93.0	991.0	5137.0	67.0
16040	998493AAA2014J	Pass	N	269	F	A Level or Equivalent	90-100%	0	South Region	60	55<=	5	68,80	67.600000	-135.0	2065.0	10464.0	97.0

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Uppercase Letter

Most occurring scripts

Most frequent character per script

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation